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138 Commits

Author SHA1 Message Date
Remi Cadene b502a82005 Merge remote-tracking branch 'origin/main' into user/rcadene/2024_06_01_custom_visualize_dataset 2024-06-13 15:57:01 +00:00
Thomas Wolf 125bd93e29
Improve `push_dataset_to_hub` API + Add unit tests (#231) 
Co-authored-by: Remi <re.cadene@gmail.com>
Co-authored-by: Simon Alibert <alibert.sim@gmail.com>
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
 2024-06-13 15:18:02 +02:00
Marina Barannikov ff8f6aa6cd
Add data augmentation in LeRobotDataset (#234) 
Co-authored-by: Simon Alibert <alibert.sim@gmail.com>
Co-authored-by: Remi Cadene <re.cadene@gmail.com>
 2024-06-11 19:20:55 +02:00
Thomas Lips 055a6f60c6
add root argument to the dataset visualizer to visualize local datasets (#249) 2024-06-10 10:44:32 +02:00
Remi Cadene 5b74205e16 Add custom visualize_dataset.py 2024-06-01 15:45:26 +00:00
Remi d585c73f9f
Add real-world support for ACT on Aloha/Aloha2 (#228) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-31 15:31:02 +02:00
Radek Osmulski 504d2aaf48
add EpisodeAwareSampler (#217) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-31 13:43:47 +01:00
Alexander Soare 633115d861
Fix chaining in MultiLerobotDataset (#233) 2024-05-31 09:03:28 +01:00
Alexander Soare 0b51a335bc
Add a test for MultiLeRobotDataset making sure it produces all frames. (#230) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-30 17:46:25 +01:00
Alexander Soare 111cd58f8a
Add `MultiLerobotDataset` for training with multiple `LeRobotDataset`s (#229) 2024-05-30 16:12:21 +01:00
Alexander Soare e3b9f1c19b
Add resume training (#205) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-28 12:04:23 +01:00
Alexander Soare e67da1d7a6
Add tutorials for using the training script and (#196) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-21 16:47:49 +01:00
Remi c4da689171
Hot fix to compute validation loss example test (#200) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-20 18:30:11 +02:00
Radek Osmulski 9b62c25f6c
Adds split_by_episodes to LeRobotDataset (#158) 2024-05-20 14:04:04 +02:00
Remi 01eae09ba6
Fix aloha real-world datasets (#175) 2024-05-20 13:48:09 +02:00
Alexander Soare 4d7d41cdee
Fix act action queue (#185) 2024-05-16 15:43:25 +01:00
Akshay Kashyap c9069df9f1
Port SpatialSoftmax and remove Robomimic dependency (#182) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-16 15:34:10 +01:00
Alexander Soare 68c1b13406
Make policies compatible with other/multiple image keys (#149) 2024-05-16 13:51:53 +01:00
Simon Alibert f52f4f2cd2
Add copyrights (#157) 2024-05-15 12:13:09 +02:00
Simon Alibert 29a196c5dd
Fix #173 - Require gym-pusht to be installed for test_examples_3_and_2 (#174) 2024-05-12 08:08:59 +02:00
Alexander Soare 1249aee3ac
Enable logging all the information returned by the `forward` methods of policies (#151) 2024-05-10 07:45:32 +01:00
Alexander Soare b187942db4
Add context manager for seeding (#164) 2024-05-09 17:58:39 +01:00
Alexander Soare 473345fdf6
Fix stats override in ACT config (#161) 2024-05-09 15:16:47 +01:00
Alexander Soare e89521dfa0
Enable tests for TD-MPC (#160) 2024-05-09 13:42:12 +01:00
Alexander Soare a8e245fb31
Remove loss masking from diffusion policy (#135) 2024-05-06 07:27:01 +01:00
Simon Alibert f5e76393eb
Release cleanup (#132) 
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
Co-authored-by: Adil Zouitine <adilzouitinegm@gmail.com>
Co-authored-by: Cadene <re.cadene@gmail.com>
 2024-05-06 03:03:14 +02:00
Remi 6eaffbef1d
Add 25 real world datasets (static + mobile aloha) (#133) 2024-05-05 19:13:11 +02:00
Alexander Soare f6fe162432
Rename Diffusion Policy model repository (#136) 2024-05-05 12:06:58 +01:00
Alexander Soare f3bba0270d
Remove EMA model from Diffusion Policy (#134) 2024-05-05 11:26:12 +01:00
Simon Alibert c77633c38c
Add regression tests (#119) 
- Add `tests/scripts/save_policy_to_safetensor.py` to generate test artifacts
- Add `test_backward_compatibility to test generated outputs from the policies against artifacts
 2024-05-04 16:20:30 +02:00
Remi 19812ca470
Add dataset visualization with rerun.io (#131) 
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
 2024-05-04 16:07:14 +02:00
Alexander Soare bccee745c3
Refactor eval.py (#127) 2024-05-03 17:33:16 +01:00
Remi b2cda12f87
Add video decoding to LeRobotDataset (#92) 2024-05-03 00:50:19 +02:00
Alexander Soare d1855a202a
Refactor TD-MPC (#103) 
Co-authored-by: Cadene <re.cadene@gmail.com>
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
 2024-05-01 16:40:04 +01:00
Alexander Soare a4891095e4
Use PytorchModelHubMixin to save models as safetensors (#125) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-01 16:17:18 +01:00
Alexander Soare 01d5490d44
Follow `transformers` single file naming conventions (#124) 2024-05-01 13:09:42 +01:00
Alexander Soare 9d60dce6f3
Tidy up yaml configs (#121) 2024-04-30 16:08:59 +01:00
Remi e4e739f4f8
Refactor push_dataset_to_hub (#118) 2024-04-30 14:25:41 +02:00
Quentin Gallouédec 508bd92d03
Remove `update` method from the policy (#99) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-29 12:27:58 +02:00
Alexander Soare ccffa9e406
Fix policy defaults (#113) 2024-04-29 08:26:59 +01:00
Adil Zouitine 55dc9f7f51
Refactor the download and publication of the datasets and convert it into CLI script (#95) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-04-29 00:08:17 +02:00
Adil Zouitine 81e490d46f
Add UMI-gripper dataset (#83) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-04-28 18:41:07 +02:00
Simon Alibert bf2eebb090
Update readme & remove example 1 (#108) 
Co-authored-by: Remi <re.cadene@gmail.com>
- Update instructions for installing the library
- Remove deprecated example 1 (as we are now only using `LeRobotDataset` since #91)
 2024-04-27 09:48:02 +02:00
Simon Alibert fdf6a0c4e3
More CI cleanup, add style workflow (#107) 
- Changes on the `test.yml` workflow:
  - Using poetry instead of pip. Contrary to what I wrote in #75, it is possible to use poetry (and have the benefits of shorter install times) without the need for having two separate versions of `pyproject.toml` and `poetry.lock`.
  - Reduce the trigger scope to only run when files in these directories are modified:
    - `lerobot/`
    - `tests/`
    - `examples/`
    - `.github/`
- Add `style.yml` workflow for doing a `ruff check` pass on the code
- More cleanup (removed deprecated workflow)
 2024-04-27 09:37:56 +02:00
Simon Alibert b980c5dd9e
CI nightlies cpu/gpu & cleanup (#75) 2024-04-25 14:58:39 +02:00
Remi 659c69a1c0
Refactor datasets into LeRobotDataset (#91) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-25 12:23:12 +02:00
Remi e760e4cd63
Move normalization to policy for act and diffusion (#90) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-25 11:47:38 +02:00
Remi 1030ea0070
Loads episode_data_index and stats during dataset __init__ (#85) 
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-23 14:13:25 +02:00
Simon Alibert 7ad1909641
Tests cleaning & simplification (#81) 2024-04-18 14:47:42 +02:00
Remi 0928afd37d
Improve dataset examples (#82) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-18 11:43:16 +02:00